Ai
201 posts filed under Ai.
Technical Debt Productivity Loss
Every data engineer on your team loses 2 days per week to technical debt. That's time they can't spend building.
Read →Building data platforms for technology instead of teams
The data platform nobody asked for is the data platform nobody uses.
Read →Event-driven architecture coordination tradeoffs
You adopted EDA to reduce dependencies. You just traded runtime coupling for design-time coupling.
Read →Data Architecture vs Data Engineering: What's the Difference?
Architects design the blueprint. Engineers build the system. Hire the wrong one first and you'll hire both twice.
Read →The Alignment Tax: What Misalignment Costs Per Sprint
Your team's velocity isn't slow because they're bad. It's slow because they're building the wrong thing right.
Read →The AI Readiness Checklist Nobody Uses
Every company has an AI roadmap. Almost none have passed their own readiness checklist.
Read →The Reorg That Made Everything Worse
They reorganized the data team three times in two years. Each time, things got worse.
Read →What Is Data Strategy for a 50-Person Company?
Your 50-person company doesn't need an enterprise data strategy. You need to answer five questions.
Read →How to Prioritize Data Requests in 3 Steps
When everything is "high priority," nothing gets done. Here's how to fix your data request backlog in three steps.
Read →AI-Ready Means Data-Ready
Your AI strategy won't save you if your data is a mess. Gartner says 80% of digital organizations risk failure without modern data …
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